Arpan-Mishra / Rubik-s-Cube-Rotation-Prediction

Predicting the X-Axis Rotation for a given image of a rubik`s cube. (AI CROWD Hackathon)

Rubik-s-Cube-Rotation-Prediction

Predicting the X-Axis Rotation for a give rubik`s cube. (AI CROWD Hackathon)

• This was part of the AI Blitz Challenge by hosted byAI Crowd.
  
• I have used Resnet50 Architecture to predict the rotation of a Rubik`s cube given images of various cubes in different angles.
  
• The final MSE on test dataset was 0.236, we ranked 9th in the competition.
  https://www.aicrowd.com/challenges/aicrowd-blitz-may-2020/problems/orientme/leaderboards